Overview
Brought to you by YData
Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 95646 |
| Missing cells | 75092 |
| Missing cells (%) | 4.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.9 MiB |
| Average record size in memory | 65.0 B |
Variable types
| Numeric | 12 |
|---|---|
| Categorical | 1 |
| DateTime | 2 |
| Boolean | 1 |
assignment_id is highly overall correlated with id | High correlation |
avg_score is highly overall correlated with organised and 5 other fields | High correlation |
id is highly overall correlated with assignment_id | High correlation |
listing_id is highly overall correlated with owner_user_id | High correlation |
organised is highly overall correlated with avg_score and 4 other fields | High correlation |
overall_score is highly overall correlated with avg_score and 5 other fields | High correlation |
owner_user_id is highly overall correlated with listing_id | High correlation |
pet_care is highly overall correlated with avg_score and 1 other fields | High correlation |
profile_id is highly overall correlated with sitter_user_id | High correlation |
reliable is highly overall correlated with avg_score and 4 other fields | High correlation |
self_sufficient is highly overall correlated with avg_score and 4 other fields | High correlation |
sitter_user_id is highly overall correlated with profile_id | High correlation |
tidy is highly overall correlated with avg_score and 4 other fields | High correlation |
overall_score is highly imbalanced (93.2%) | Imbalance |
reply_ts has 74809 (78.2%) missing values | Missing |
assignment_id has unique values | Unique |
id has unique values | Unique |
pet_care has 2583 (2.7%) zeros | Zeros |
Reproduction
| Analysis started | 2025-03-20 21:21:49.648327 |
|---|---|
| Analysis finished | 2025-03-20 21:22:12.843702 |
| Duration | 23.2 seconds |
| Software version | ydata-profiling vv4.14.0 |
| Download configuration | config.json |
Variables
assignment_id
Real number (ℝ)
High correlation  Unique 
| Distinct | 95646 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 604397.53 |
| Minimum | 498387 |
|---|---|
| Maximum | 707534 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 373.7 KiB |
Quantile statistics
| Minimum | 498387 |
|---|---|
| 5-th percentile | 508131.5 |
| Q1 | 551217.25 |
| median | 606784 |
| Q3 | 657282.75 |
| 95-th percentile | 697575.75 |
| Maximum | 707534 |
| Range | 209147 |
| Interquartile range (IQR) | 106065.5 |
Descriptive statistics
| Standard deviation | 60881.941 |
|---|---|
| Coefficient of variation (CV) | 0.10073162 |
| Kurtosis | -1.2095181 |
| Mean | 604397.53 |
| Median Absolute Deviation (MAD) | 52811.5 |
| Skewness | -0.057637321 |
| Sum | 5.7808206 × 1010 |
| Variance | 3.7066107 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 498711 | 1 | < 0.1% |
| 628171 | 1 | < 0.1% |
| 583566 | 1 | < 0.1% |
| 647879 | 1 | < 0.1% |
| 637583 | 1 | < 0.1% |
| 642505 | 1 | < 0.1% |
| 615066 | 1 | < 0.1% |
| 621289 | 1 | < 0.1% |
| 551236 | 1 | < 0.1% |
| 621303 | 1 | < 0.1% |
| Other values (95636) | 95636 |
| Value | Count | Frequency (%) |
| 498387 | 1 | |
| 498388 | 1 | |
| 498391 | 1 | |
| 498392 | 1 | |
| 498393 | 1 | |
| 498395 | 1 | |
| 498396 | 1 | |
| 498398 | 1 | |
| 498404 | 1 | |
| 498408 | 1 |
| Value | Count | Frequency (%) |
| 707534 | 1 | |
| 707531 | 1 | |
| 707530 | 1 | |
| 707529 | 1 | |
| 707524 | 1 | |
| 707523 | 1 | |
| 707519 | 1 | |
| 707518 | 1 | |
| 707517 | 1 | |
| 707516 | 1 |
avg_score
Real number (ℝ)
High correlation 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.8944127 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 207 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.45984305 |
|---|---|
| Coefficient of variation (CV) | 0.093952652 |
| Kurtosis | 52.144203 |
| Mean | 4.8944127 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -6.5017339 |
| Sum | 468131 |
| Variance | 0.21145563 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 88485 | |
| 4 | 5861 | 6.1% |
| 3 | 475 | 0.5% |
| 1 | 399 | 0.4% |
| 2 | 219 | 0.2% |
| 0 | 207 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 207 | 0.2% |
| 1 | 399 | 0.4% |
| 2 | 219 | 0.2% |
| 3 | 475 | 0.5% |
| 4 | 5861 | 6.1% |
| 5 | 88485 |
| Value | Count | Frequency (%) |
| 5 | 88485 | |
| 4 | 5861 | 6.1% |
| 3 | 475 | 0.5% |
| 2 | 219 | 0.2% |
| 1 | 399 | 0.4% |
| 0 | 207 | 0.2% |
id
Real number (ℝ)
High correlation  Unique 
| Distinct | 95646 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 237203.72 |
| Minimum | 178299 |
|---|---|
| Maximum | 527859 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 373.7 KiB |
Quantile statistics
| Minimum | 178299 |
|---|---|
| 5-th percentile | 188657.5 |
| Q1 | 209777.25 |
| median | 234603.5 |
| Q3 | 258981.75 |
| 95-th percentile | 295240.25 |
| Maximum | 527859 |
| Range | 349560 |
| Interquartile range (IQR) | 49204.5 |
Descriptive statistics
| Standard deviation | 35665.652 |
|---|---|
| Coefficient of variation (CV) | 0.15035874 |
| Kurtosis | 2.4660334 |
| Mean | 237203.72 |
| Median Absolute Deviation (MAD) | 24598.5 |
| Skewness | 1.0627007 |
| Sum | 2.2687587 × 1010 |
| Variance | 1.2720388 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 178794 | 1 | < 0.1% |
| 235798 | 1 | < 0.1% |
| 235826 | 1 | < 0.1% |
| 235820 | 1 | < 0.1% |
| 235814 | 1 | < 0.1% |
| 235809 | 1 | < 0.1% |
| 235808 | 1 | < 0.1% |
| 235805 | 1 | < 0.1% |
| 235803 | 1 | < 0.1% |
| 235800 | 1 | < 0.1% |
| Other values (95636) | 95636 |
| Value | Count | Frequency (%) |
| 178299 | 1 | |
| 178576 | 1 | |
| 178794 | 1 | |
| 178849 | 1 | |
| 178858 | 1 | |
| 178898 | 1 | |
| 178930 | 1 | |
| 179204 | 1 | |
| 179220 | 1 | |
| 179288 | 1 |
| Value | Count | Frequency (%) |
| 527859 | 1 | |
| 500329 | 1 | |
| 497644 | 1 | |
| 497297 | 1 | |
| 478418 | 1 | |
| 452735 | 1 | |
| 451749 | 1 | |
| 443666 | 1 | |
| 438161 | 1 | |
| 436327 | 1 |
listing_id
Real number (ℝ)
High correlation 
| Distinct | 45944 |
|---|---|
| Distinct (%) | 48.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 623778.72 |
| Minimum | 201 |
|---|---|
| Maximum | 1180911 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 373.7 KiB |
Quantile statistics
| Minimum | 201 |
|---|---|
| 5-th percentile | 108449.5 |
| Q1 | 420451.25 |
| median | 640114.5 |
| Q3 | 835634 |
| 95-th percentile | 1086076 |
| Maximum | 1180911 |
| Range | 1180710 |
| Interquartile range (IQR) | 415182.75 |
Descriptive statistics
| Standard deviation | 288005.31 |
|---|---|
| Coefficient of variation (CV) | 0.46171069 |
| Kurtosis | -0.69733491 |
| Mean | 623778.72 |
| Median Absolute Deviation (MAD) | 207708.5 |
| Skewness | -0.20268702 |
| Sum | 5.9661939 × 1010 |
| Variance | 8.2947056 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 511781 | 44 | < 0.1% |
| 358546 | 30 | < 0.1% |
| 359941 | 28 | < 0.1% |
| 266890 | 28 | < 0.1% |
| 388227 | 24 | < 0.1% |
| 554743 | 19 | < 0.1% |
| 571459 | 19 | < 0.1% |
| 698758 | 18 | < 0.1% |
| 675061 | 17 | < 0.1% |
| 188790 | 17 | < 0.1% |
| Other values (45934) | 95402 |
| Value | Count | Frequency (%) |
| 201 | 2 | |
| 439 | 1 | < 0.1% |
| 776 | 4 | |
| 939 | 1 | < 0.1% |
| 1033 | 3 | |
| 1041 | 3 | |
| 1052 | 1 | < 0.1% |
| 1310 | 1 | < 0.1% |
| 1338 | 2 | |
| 1387 | 2 |
| Value | Count | Frequency (%) |
| 1180911 | 1 | |
| 1180818 | 2 | |
| 1180813 | 1 | |
| 1180765 | 1 | |
| 1180669 | 1 | |
| 1180602 | 1 | |
| 1180465 | 1 | |
| 1180386 | 1 | |
| 1180282 | 1 | |
| 1180228 | 2 |
organised
Real number (ℝ)
High correlation 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9488008 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 213 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 373.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.39238767 |
|---|---|
| Coefficient of variation (CV) | 0.079289446 |
| Kurtosis | 98.894758 |
| Mean | 4.9488008 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -9.5229302 |
| Sum | 473333 |
| Variance | 0.15396808 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 93302 | |
| 4 | 1284 | 1.3% |
| 1 | 355 | 0.4% |
| 3 | 348 | 0.4% |
| 0 | 213 | 0.2% |
| 2 | 144 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 213 | 0.2% |
| 1 | 355 | 0.4% |
| 2 | 144 | 0.2% |
| 3 | 348 | 0.4% |
| 4 | 1284 | 1.3% |
| 5 | 93302 |
| Value | Count | Frequency (%) |
| 5 | 93302 | |
| 4 | 1284 | 1.3% |
| 3 | 348 | 0.4% |
| 2 | 144 | 0.2% |
| 1 | 355 | 0.4% |
| 0 | 213 | 0.2% |
overall_score
Categorical
High correlation  Imbalance 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 283 |
| Missing (%) | 0.3% |
| Memory size | 747.4 KiB |
| 5.0 | |
|---|---|
| 4.0 | 849 |
| 3.0 | 314 |
| 1.0 | 304 |
| 2.0 | 205 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5.0 |
|---|---|
| 2nd row | 5.0 |
| 3rd row | 5.0 |
| 4th row | 5.0 |
| 5th row | 5.0 |
Common Values
| Value | Count | Frequency (%) |
| 5.0 | 93691 | |
| 4.0 | 849 | 0.9% |
| 3.0 | 314 | 0.3% |
| 1.0 | 304 | 0.3% |
| 2.0 | 205 | 0.2% |
| (Missing) | 283 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5.0 | 93691 | |
| 4.0 | 849 | 0.9% |
| 3.0 | 314 | 0.3% |
| 1.0 | 304 | 0.3% |
| 2.0 | 205 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 95363 | |
| 0 | 95363 | |
| 5 | 93691 | |
| 4 | 849 | 0.3% |
| 3 | 314 | 0.1% |
| 1 | 304 | 0.1% |
| 2 | 205 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 286089 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 95363 | |
| 0 | 95363 | |
| 5 | 93691 | |
| 4 | 849 | 0.3% |
| 3 | 314 | 0.1% |
| 1 | 304 | 0.1% |
| 2 | 205 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 286089 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 95363 | |
| 0 | 95363 | |
| 5 | 93691 | |
| 4 | 849 | 0.3% |
| 3 | 314 | 0.1% |
| 1 | 304 | 0.1% |
| 2 | 205 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 286089 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 95363 | |
| 0 | 95363 | |
| 5 | 93691 | |
| 4 | 849 | 0.3% |
| 3 | 314 | 0.1% |
| 1 | 304 | 0.1% |
| 2 | 205 | 0.1% |
owner_user_id
Real number (ℝ)
High correlation 
| Distinct | 45943 |
|---|---|
| Distinct (%) | 48.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2738604 |
| Minimum | 308 |
|---|---|
| Maximum | 5251116 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 373.7 KiB |
Quantile statistics
| Minimum | 308 |
|---|---|
| 5-th percentile | 276045.75 |
| Q1 | 1660317 |
| median | 3028771 |
| Q3 | 3706753.8 |
| 95-th percentile | 4750556.5 |
| Maximum | 5251116 |
| Range | 5250808 |
| Interquartile range (IQR) | 2046436.8 |
Descriptive statistics
| Standard deviation | 1363127.7 |
|---|---|
| Coefficient of variation (CV) | 0.49774547 |
| Kurtosis | -0.83343424 |
| Mean | 2738604 |
| Median Absolute Deviation (MAD) | 913394.5 |
| Skewness | -0.39548139 |
| Sum | 2.6193652 × 1011 |
| Variance | 1.8581172 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2547340 | 44 | < 0.1% |
| 1410478 | 30 | < 0.1% |
| 1419165 | 28 | < 0.1% |
| 947672 | 28 | < 0.1% |
| 1583695 | 24 | < 0.1% |
| 1024226 | 19 | < 0.1% |
| 2759380 | 19 | < 0.1% |
| 3316721 | 18 | < 0.1% |
| 2649559 | 17 | < 0.1% |
| 3221912 | 17 | < 0.1% |
| Other values (45933) | 95402 |
| Value | Count | Frequency (%) |
| 308 | 2 | < 0.1% |
| 685 | 2 | < 0.1% |
| 715 | 1 | < 0.1% |
| 768 | 11 | |
| 777 | 1 | < 0.1% |
| 1276 | 4 | < 0.1% |
| 1549 | 1 | < 0.1% |
| 1688 | 3 | < 0.1% |
| 1704 | 3 | < 0.1% |
| 1723 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5251116 | 1 | |
| 5250567 | 2 | |
| 5250548 | 1 | |
| 5250323 | 1 | |
| 5249861 | 1 | |
| 5249588 | 1 | |
| 5248805 | 1 | |
| 5248433 | 1 | |
| 5247912 | 1 | |
| 5247049 | 1 |
pet_care
Real number (ℝ)
High correlation  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.8305522 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 2583 |
| Zeros (%) | 2.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.86160157 |
|---|---|
| Coefficient of variation (CV) | 0.17836502 |
| Kurtosis | 25.464264 |
| Mean | 4.8305522 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -5.1851715 |
| Sum | 462023 |
| Variance | 0.74235726 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 91430 | |
| 0 | 2583 | 2.7% |
| 4 | 880 | 0.9% |
| 1 | 376 | 0.4% |
| 3 | 223 | 0.2% |
| 2 | 154 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 2583 | 2.7% |
| 1 | 376 | 0.4% |
| 2 | 154 | 0.2% |
| 3 | 223 | 0.2% |
| 4 | 880 | 0.9% |
| 5 | 91430 |
| Value | Count | Frequency (%) |
| 5 | 91430 | |
| 4 | 880 | 0.9% |
| 3 | 223 | 0.2% |
| 2 | 154 | 0.2% |
| 1 | 376 | 0.4% |
| 0 | 2583 | 2.7% |
profile_id
Real number (ℝ)
High correlation 
| Distinct | 32188 |
|---|---|
| Distinct (%) | 33.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1544276.4 |
| Minimum | 64 |
|---|---|
| Maximum | 4220986 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 747.4 KiB |
Quantile statistics
| Minimum | 64 |
|---|---|
| 5-th percentile | 85124 |
| Q1 | 911542 |
| median | 1769929 |
| Q3 | 2141454.5 |
| 95-th percentile | 2668574 |
| Maximum | 4220986 |
| Range | 4220922 |
| Interquartile range (IQR) | 1229912.5 |
Descriptive statistics
| Standard deviation | 796975.49 |
|---|---|
| Coefficient of variation (CV) | 0.51608344 |
| Kurtosis | -0.90926425 |
| Mean | 1544276.4 |
| Median Absolute Deviation (MAD) | 532610.5 |
| Skewness | -0.42104558 |
| Sum | 1.4770386 × 1011 |
| Variance | 6.3516993 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 202498 | 40 | < 0.1% |
| 1904532 | 37 | < 0.1% |
| 669325 | 34 | < 0.1% |
| 1030631 | 32 | < 0.1% |
| 313111 | 31 | < 0.1% |
| 459192 | 31 | < 0.1% |
| 1977563 | 30 | < 0.1% |
| 578888 | 29 | < 0.1% |
| 650868 | 29 | < 0.1% |
| 1011132 | 29 | < 0.1% |
| Other values (32178) | 95324 |
| Value | Count | Frequency (%) |
| 64 | 1 | < 0.1% |
| 81 | 1 | < 0.1% |
| 86 | 5 | < 0.1% |
| 89 | 3 | < 0.1% |
| 122 | 7 | |
| 123 | 2 | < 0.1% |
| 145 | 5 | < 0.1% |
| 150 | 13 | |
| 160 | 1 | < 0.1% |
| 165 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 4220986 | 1 | |
| 4184282 | 1 | |
| 3834616 | 1 | |
| 3825369 | 1 | |
| 3775324 | 1 | |
| 3770939 | 1 | |
| 3706519 | 1 | |
| 3660462 | 1 | |
| 3616438 | 1 | |
| 3616365 | 1 |
reliable
Real number (ℝ)
High correlation 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9492085 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 218 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 747.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4102464 |
|---|---|
| Coefficient of variation (CV) | 0.082891314 |
| Kurtosis | 93.582627 |
| Mean | 4.9492085 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -9.4126976 |
| Sum | 473372 |
| Variance | 0.16830211 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 93654 | |
| 4 | 880 | 0.9% |
| 1 | 469 | 0.5% |
| 3 | 263 | 0.3% |
| 0 | 218 | 0.2% |
| 2 | 162 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 218 | 0.2% |
| 1 | 469 | 0.5% |
| 2 | 162 | 0.2% |
| 3 | 263 | 0.3% |
| 4 | 880 | 0.9% |
| 5 | 93654 |
| Value | Count | Frequency (%) |
| 5 | 93654 | |
| 4 | 880 | 0.9% |
| 3 | 263 | 0.3% |
| 2 | 162 | 0.2% |
| 1 | 469 | 0.5% |
| 0 | 218 | 0.2% |
reply_ts
Date
Missing 
| Distinct | 20831 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 74809 |
| Missing (%) | 78.2% |
| Memory size | 747.4 KiB |
| Minimum | 2022-01-10 16:37:32 |
|---|---|
| Maximum | 2025-01-26 18:34:31 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
| Value | Count | Frequency (%) |
| False | 79952 | |
| True | 15694 | 16.4% |
review_ts
Date
| Distinct | 95474 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 747.4 KiB |
| Minimum | 2022-01-05 14:54:19 |
|---|---|
| Maximum | 2024-07-01 21:42:14 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
self_sufficient
Real number (ℝ)
High correlation 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9546766 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 226 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.38341545 |
|---|---|
| Coefficient of variation (CV) | 0.077384555 |
| Kurtosis | 110.34098 |
| Mean | 4.9546766 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -10.151958 |
| Sum | 473895 |
| Variance | 0.1470074 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 93758 | |
| 4 | 937 | 1.0% |
| 1 | 340 | 0.4% |
| 3 | 247 | 0.3% |
| 0 | 226 | 0.2% |
| 2 | 138 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 226 | 0.2% |
| 1 | 340 | 0.4% |
| 2 | 138 | 0.1% |
| 3 | 247 | 0.3% |
| 4 | 937 | 1.0% |
| 5 | 93758 |
| Value | Count | Frequency (%) |
| 5 | 93758 | |
| 4 | 937 | 1.0% |
| 3 | 247 | 0.3% |
| 2 | 138 | 0.1% |
| 1 | 340 | 0.4% |
| 0 | 226 | 0.2% |
sitter_user_id
Real number (ℝ)
High correlation 
| Distinct | 32188 |
|---|---|
| Distinct (%) | 33.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2480899 |
| Minimum | 116 |
|---|---|
| Maximum | 7669735 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 373.7 KiB |
Quantile statistics
| Minimum | 116 |
|---|---|
| 5-th percentile | 100605 |
| Q1 | 1175734 |
| median | 2759074.5 |
| Q3 | 3588862.5 |
| 95-th percentile | 4658456.5 |
| Maximum | 7669735 |
| Range | 7669619 |
| Interquartile range (IQR) | 2413128.5 |
Descriptive statistics
| Standard deviation | 1440045.2 |
|---|---|
| Coefficient of variation (CV) | 0.58045298 |
| Kurtosis | -1.072023 |
| Mean | 2480899 |
| Median Absolute Deviation (MAD) | 1074942.5 |
| Skewness | -0.19386968 |
| Sum | 2.3728807 × 1011 |
| Variance | 2.0737302 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 241891 | 40 | < 0.1% |
| 3081042 | 37 | < 0.1% |
| 782804 | 34 | < 0.1% |
| 1480173 | 32 | < 0.1% |
| 381412 | 31 | < 0.1% |
| 556301 | 31 | < 0.1% |
| 3237104 | 30 | < 0.1% |
| 704361 | 29 | < 0.1% |
| 793731 | 29 | < 0.1% |
| 1439899 | 29 | < 0.1% |
| Other values (32178) | 95324 |
| Value | Count | Frequency (%) |
| 116 | 1 | < 0.1% |
| 142 | 1 | < 0.1% |
| 148 | 5 | < 0.1% |
| 153 | 3 | < 0.1% |
| 195 | 7 | |
| 196 | 2 | < 0.1% |
| 225 | 5 | < 0.1% |
| 231 | 13 | |
| 239 | 1 | < 0.1% |
| 246 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 7669735 | 1 | |
| 7597001 | 1 | |
| 6905512 | 1 | |
| 6803051 | 1 | |
| 6794253 | 1 | |
| 6660837 | 1 | |
| 6568260 | 1 | |
| 6484454 | 1 | |
| 6484307 | 1 | |
| 6435647 | 1 |
tidy
Real number (ℝ)
High correlation 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9349999 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 228 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.42560249 |
|---|---|
| Coefficient of variation (CV) | 0.086241641 |
| Kurtosis | 78.554516 |
| Mean | 4.9349999 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -8.4203592 |
| Sum | 472013 |
| Variance | 0.18113748 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 92387 | |
| 4 | 2002 | 2.1% |
| 3 | 425 | 0.4% |
| 1 | 413 | 0.4% |
| 0 | 228 | 0.2% |
| 2 | 191 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 228 | 0.2% |
| 1 | 413 | 0.4% |
| 2 | 191 | 0.2% |
| 3 | 425 | 0.4% |
| 4 | 2002 | 2.1% |
| 5 | 92387 |
| Value | Count | Frequency (%) |
| 5 | 92387 | |
| 4 | 2002 | 2.1% |
| 3 | 425 | 0.4% |
| 2 | 191 | 0.2% |
| 1 | 413 | 0.4% |
| 0 | 228 | 0.2% |
Interactions
Correlations
| assignment_id | avg_score | id | listing_id | organised | overall_score | owner_user_id | pet_care | profile_id | reliable | requested | self_sufficient | sitter_user_id | tidy | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| assignment_id | 1.000 | -0.001 | 0.844 | 0.315 | -0.010 | 0.009 | 0.294 | 0.004 | 0.288 | -0.011 | 0.035 | -0.009 | 0.283 | -0.007 |
| avg_score | -0.001 | 1.000 | -0.025 | 0.018 | 0.572 | 0.648 | 0.018 | 0.761 | -0.021 | 0.530 | 0.000 | 0.515 | -0.022 | 0.670 |
| id | 0.844 | -0.025 | 1.000 | 0.242 | -0.032 | 0.026 | 0.224 | -0.016 | 0.210 | -0.029 | 0.029 | -0.028 | 0.205 | -0.030 |
| listing_id | 0.315 | 0.018 | 0.242 | 1.000 | -0.011 | 0.002 | 0.952 | 0.022 | 0.158 | -0.012 | 0.123 | -0.014 | 0.157 | -0.001 |
| organised | -0.010 | 0.572 | -0.032 | -0.011 | 1.000 | 0.637 | -0.010 | 0.406 | -0.015 | 0.701 | 0.000 | 0.644 | -0.015 | 0.590 |
| overall_score | 0.009 | 0.648 | 0.026 | 0.002 | 0.637 | 1.000 | 0.004 | 0.559 | 0.010 | 0.613 | 0.000 | 0.588 | 0.011 | 0.530 |
| owner_user_id | 0.294 | 0.018 | 0.224 | 0.952 | -0.010 | 0.004 | 1.000 | 0.022 | 0.152 | -0.012 | 0.099 | -0.012 | 0.151 | 0.000 |
| pet_care | 0.004 | 0.761 | -0.016 | 0.022 | 0.406 | 0.559 | 0.022 | 1.000 | -0.009 | 0.461 | 0.000 | 0.410 | -0.010 | 0.340 |
| profile_id | 0.288 | -0.021 | 0.210 | 0.158 | -0.015 | 0.010 | 0.152 | -0.009 | 1.000 | -0.023 | 0.011 | -0.014 | 0.987 | -0.031 |
| reliable | -0.011 | 0.530 | -0.029 | -0.012 | 0.701 | 0.613 | -0.012 | 0.461 | -0.023 | 1.000 | 0.006 | 0.664 | -0.023 | 0.541 |
| requested | 0.035 | 0.000 | 0.029 | 0.123 | 0.000 | 0.000 | 0.099 | 0.000 | 0.011 | 0.006 | 1.000 | 0.000 | 0.013 | 0.004 |
| self_sufficient | -0.009 | 0.515 | -0.028 | -0.014 | 0.644 | 0.588 | -0.012 | 0.410 | -0.014 | 0.664 | 0.000 | 1.000 | -0.014 | 0.531 |
| sitter_user_id | 0.283 | -0.022 | 0.205 | 0.157 | -0.015 | 0.011 | 0.151 | -0.010 | 0.987 | -0.023 | 0.013 | -0.014 | 1.000 | -0.032 |
| tidy | -0.007 | 0.670 | -0.030 | -0.001 | 0.590 | 0.530 | 0.000 | 0.340 | -0.031 | 0.541 | 0.004 | 0.531 | -0.032 | 1.000 |
Missing values
Sample
| assignment_id | avg_score | id | listing_id | organised | overall_score | owner_user_id | pet_care | profile_id | reliable | reply_ts | requested | review_ts | self_sufficient | sitter_user_id | tidy | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 498711 | 5 | 178794 | 529291 | 5 | 5.0 | 2632565 | 5 | 1876428 | 5 | NaT | True | 2022-01-08 01:50:27 | 5 | 3016506 | 5 |
| 1 | 498506 | 5 | 178858 | 482230 | 5 | 5.0 | 929317 | 5 | 527393 | 5 | NaT | False | 2022-01-08 14:20:53 | 5 | 636624 | 5 |
| 2 | 498792 | 5 | 178930 | 658277 | 5 | 5.0 | 3155010 | 5 | 1800212 | 5 | 2023-01-20 20:40:01 | False | 2022-01-08 22:48:07 | 5 | 2851139 | 5 |
| 3 | 500794 | 5 | 179578 | 605877 | 5 | 5.0 | 2972601 | 5 | 1443180 | 5 | NaT | False | 2022-01-12 19:38:37 | 5 | 2221698 | 5 |
| 4 | 499067 | 5 | 179985 | 525771 | 5 | 5.0 | 2611507 | 5 | 531915 | 5 | NaT | False | 2022-01-16 20:34:35 | 5 | 642036 | 5 |
| 5 | 499888 | 5 | 179987 | 632170 | 5 | 5.0 | 3066519 | 5 | 1886858 | 5 | NaT | False | 2022-01-16 20:38:39 | 5 | 3040477 | 5 |
| 6 | 498877 | 5 | 180004 | 555690 | 5 | 5.0 | 1631733 | 5 | 956369 | 5 | 2022-01-18 17:35:07 | False | 2022-01-17 00:21:19 | 5 | 1332668 | 5 |
| 7 | 499916 | 5 | 180014 | 461564 | 5 | 5.0 | 2081758 | 5 | 1674892 | 5 | 2022-01-17 03:22:34 | False | 2022-01-17 03:06:28 | 5 | 2615861 | 5 |
| 8 | 498418 | 5 | 180041 | 510633 | 5 | 5.0 | 2538400 | 5 | 161324 | 5 | NaT | False | 2022-01-17 09:34:33 | 5 | 193991 | 5 |
| 9 | 499538 | 5 | 180179 | 539857 | 5 | 5.0 | 1769484 | 5 | 997772 | 5 | NaT | False | 2022-01-18 06:21:30 | 5 | 1411319 | 5 |
| assignment_id | avg_score | id | listing_id | organised | overall_score | owner_user_id | pet_care | profile_id | reliable | reply_ts | requested | review_ts | self_sufficient | sitter_user_id | tidy | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 95636 | 555572 | 5 | 408068 | 170628 | 5 | 5.0 | 598766 | 5 | 543842 | 5 | NaT | False | 2023-12-06 19:56:37 | 5 | 657897 | 5 |
| 95637 | 703022 | 5 | 411255 | 924311 | 5 | 5.0 | 4102286 | 5 | 1964061 | 5 | 2023-12-30 02:20:32 | False | 2023-12-14 12:33:56 | 5 | 3207512 | 5 |
| 95638 | 707084 | 5 | 414434 | 1180093 | 5 | 5.0 | 5246841 | 5 | 2962639 | 5 | NaT | False | 2023-12-23 09:04:33 | 5 | 5254749 | 5 |
| 95639 | 704845 | 5 | 417445 | 292111 | 5 | 5.0 | 1034856 | 5 | 150548 | 5 | NaT | True | 2023-12-30 12:09:11 | 5 | 181562 | 5 |
| 95640 | 699810 | 5 | 420831 | 387744 | 5 | 5.0 | 479976 | 5 | 360813 | 5 | NaT | False | 2024-01-03 10:47:27 | 5 | 440307 | 5 |
| 95641 | 705871 | 5 | 426279 | 135291 | 5 | 5.0 | 413242 | 5 | 2460016 | 5 | NaT | False | 2024-01-09 08:51:47 | 5 | 3335344 | 5 |
| 95642 | 703828 | 5 | 430861 | 329679 | 5 | 5.0 | 1245792 | 5 | 464164 | 5 | NaT | False | 2024-01-17 02:19:29 | 5 | 562110 | 5 |
| 95643 | 645320 | 5 | 438161 | 176942 | 5 | 5.0 | 628030 | 5 | 17380 | 5 | NaT | True | 2024-02-03 00:35:25 | 5 | 25905 | 5 |
| 95644 | 707490 | 5 | 478418 | 250723 | 5 | 5.0 | 646887 | 5 | 3515137 | 5 | 2024-04-12 21:53:27 | False | 2024-04-12 21:48:00 | 5 | 6289523 | 5 |
| 95645 | 705708 | 5 | 497297 | 1176033 | 5 | 5.0 | 4378189 | 5 | 34397 | 5 | NaT | False | 2024-05-11 00:35:46 | 5 | 47562 | 5 |